Nameexact_genome_1512568488_45_5558_1
Workunit2599005
Created7 Dec 2017, 15:20:48 UTC
Sent7 Dec 2017, 15:23:18 UTC
Report deadline12 Dec 2017, 6:13:48 UTC
Received7 Dec 2017, 22:27:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 19 min 13 sec
CPU time1 hours 19 min 9 sec
Validate stateValid
Credit1,154.60
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.19 MB
Peak swap size152.05 MB
Peak disk usage1.22 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 42.7302551270s, input_fired_time: 0.4180557430, output_fired_time: 0.2668922842, propagate_forward_time: 16.7063121796, propagate_backward_time: 24.0343742371, weight_update_time: 0.0634889081, other_time: 1.3046207428
epoch time: 3.6278772354s, input_fired_time: 0.0420980975, output_fired_time: 0.0000000000, propagate_forward_time: 3.3557176590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2300615311
validation[          , genome  5558] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1096.92053, best error:      1096.92053 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 44.5755348206s, input_fired_time: 0.4307591915, output_fired_time: 0.2763578296, propagate_forward_time: 17.4421691895, propagate_backward_time: 25.0754241943, weight_update_time: 0.0658805445, other_time: 1.3508224487
epoch time: 3.6233074665s, input_fired_time: 0.0414302684, output_fired_time: 0.0000000000, propagate_forward_time: 3.3514137268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2304635048
validation[          , genome  5558] predictions:    9660/  10000 (96.60%), best:    9682/10000 (96.82%), error:      1146.84351, best error:      1096.92053 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 43.6894493103s, input_fired_time: 0.4254308045, output_fired_time: 0.2727536857, propagate_forward_time: 17.0954532623, propagate_backward_time: 24.5528774261, weight_update_time: 0.0648422465, other_time: 1.3429336548
epoch time: 3.6232059002s, input_fired_time: 0.0419165455, output_fired_time: 0.0000000000, propagate_forward_time: 3.3529579639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283313274
validation[          , genome  5558] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1095.66199, best error:      1095.66199 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 42.9483985901s, input_fired_time: 0.4198283851, output_fired_time: 0.2680989504, propagate_forward_time: 16.7964076996, propagate_backward_time: 24.1528358459, weight_update_time: 0.0639072061, other_time: 1.3112277985
epoch time: 3.6104896069s, input_fired_time: 0.0419701114, output_fired_time: 0.0000000000, propagate_forward_time: 3.3414936066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2270259857
validation[          , genome  5558] predictions:    9531/  10000 (95.31%), best:    9649/10000 (96.49%), error:      1462.49219, best error:      1095.66199 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 42.8826217651s, input_fired_time: 0.4213801026, output_fired_time: 0.2679667771, propagate_forward_time: 16.7589626312, propagate_backward_time: 24.1334724426, weight_update_time: 0.0636089146, other_time: 1.3008403778
epoch time: 3.6117002964s, input_fired_time: 0.0416953862, output_fired_time: 0.0000000000, propagate_forward_time: 3.3422513008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277536392
validation[          , genome  5558] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1087.35120, best error:      1087.35120 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 42.9891052246s, input_fired_time: 0.4208529294, output_fired_time: 0.2682082653, propagate_forward_time: 16.8202323914, propagate_backward_time: 24.1828041077, weight_update_time: 0.0636566132, other_time: 1.2970085144
epoch time: 3.6112935543s, input_fired_time: 0.0416943766, output_fired_time: 0.0000000000, propagate_forward_time: 3.3418962955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277028561
validation[          , genome  5558] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1061.25500, best error:      1061.25500 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 42.8891944885s, input_fired_time: 0.4199309349, output_fired_time: 0.2681356966, propagate_forward_time: 16.7791633606, propagate_backward_time: 24.1230316162, weight_update_time: 0.0634797215, other_time: 1.2989349365
epoch time: 3.6152584553s, input_fired_time: 0.0426636189, output_fired_time: 0.0000000000, propagate_forward_time: 3.3449604511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2276344299
validation[          , genome  5558] predictions:    9620/  10000 (96.20%), best:    9668/10000 (96.68%), error:      1191.21313, best error:      1061.25500 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 42.9771842957s, input_fired_time: 0.4209903479, output_fired_time: 0.2678606510, propagate_forward_time: 16.8060302734, propagate_backward_time: 24.1809387207, weight_update_time: 0.0636317879, other_time: 1.3013648987
epoch time: 3.6117169857s, input_fired_time: 0.0422552302, output_fired_time: 0.0000000000, propagate_forward_time: 3.3419661522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274956703
validation[          , genome  5558] predictions:    9671/  10000 (96.71%), best:    9668/10000 (96.68%), error:      1073.10718, best error:      1061.25500 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 43.0344505310s, input_fired_time: 0.4234439731, output_fired_time: 0.2683858871, propagate_forward_time: 16.8345069885, propagate_backward_time: 24.1814231873, weight_update_time: 0.0637628213, other_time: 1.3266906738
epoch time: 3.6158459187s, input_fired_time: 0.0421737209, output_fired_time: 0.0000000000, propagate_forward_time: 3.3428893089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2307829857
validation[          , genome  5558] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1056.45447, best error:      1056.45447 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 44.8259963989s, input_fired_time: 0.4410976768, output_fired_time: 0.2805376351, propagate_forward_time: 17.5188446045, propagate_backward_time: 25.1890830994, weight_update_time: 0.0696325228, other_time: 1.3964347839
epoch time: 3.6347849369s, input_fired_time: 0.0444787219, output_fired_time: 0.0000000000, propagate_forward_time: 3.3566527367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336535454
validation[          , genome  5558] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1048.30945, best error:      1048.30945 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 43.0659637451s, input_fired_time: 0.4318244755, output_fired_time: 0.2713882923, propagate_forward_time: 16.8167896271, propagate_backward_time: 24.1688423157, weight_update_time: 0.0688933432, other_time: 1.3771190643
epoch time: 3.6278507710s, input_fired_time: 0.0449312404, output_fired_time: 0.0000000000, propagate_forward_time: 3.3511705399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2317490578
validation[          , genome  5558] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:       994.34827, best error:       994.34827 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 42.9683189392s, input_fired_time: 0.4322070181, output_fired_time: 0.2682297826, propagate_forward_time: 16.7777748108, propagate_backward_time: 24.1237125397, weight_update_time: 0.0688286573, other_time: 1.3663959503
epoch time: 3.6315007210s, input_fired_time: 0.0437801071, output_fired_time: 0.0000000000, propagate_forward_time: 3.3565056324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2312150002
validation[          , genome  5558] predictions:    9649/  10000 (96.49%), best:    9687/10000 (96.87%), error:      1159.97180, best error:       994.34827 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 42.9370193481s, input_fired_time: 0.4333148599, output_fired_time: 0.2677901387, propagate_forward_time: 16.7746753693, propagate_backward_time: 24.1101760864, weight_update_time: 0.0688136145, other_time: 1.3510608673
epoch time: 3.6368823051s, input_fired_time: 0.0440026224, output_fired_time: 0.0000000000, propagate_forward_time: 3.3637387753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2291409969
validation[          , genome  5558] predictions:    9676/  10000 (96.76%), best:    9687/10000 (96.87%), error:      1102.13403, best error:       994.34827 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 43.4254837036s, input_fired_time: 0.4515939653, output_fired_time: 0.2701725364, propagate_forward_time: 16.9689197540, propagate_backward_time: 24.3757343292, weight_update_time: 0.0689253882, other_time: 1.3590621948
epoch time: 3.7476193905s, input_fired_time: 0.0456268750, output_fired_time: 0.0000000000, propagate_forward_time: 3.4634497166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2385427952
validation[          , genome  5558] predictions:    9662/  10000 (96.62%), best:    9687/10000 (96.87%), error:      1106.83887, best error:       994.34827 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 44.7913436890s, input_fired_time: 0.4449271560, output_fired_time: 0.2775775790, propagate_forward_time: 17.4772453308, propagate_backward_time: 25.1964111328, weight_update_time: 0.0704320818, other_time: 1.3951835632
epoch time: 3.7202234268s, input_fired_time: 0.0455023050, output_fired_time: 0.0000000000, propagate_forward_time: 3.4398107529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2349104881
validation[          , genome  5558] predictions:    9682/  10000 (96.82%), best:    9687/10000 (96.87%), error:      1035.36926, best error:       994.34827 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 43.3877716064s, input_fired_time: 0.4305602908, output_fired_time: 0.2701501846, propagate_forward_time: 16.9319553375, propagate_backward_time: 24.4157924652, weight_update_time: 0.0671880841, other_time: 1.3393135071
epoch time: 3.6160092354s, input_fired_time: 0.0426391624, output_fired_time: 0.0000000000, propagate_forward_time: 3.3436541557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297158241
validation[          , genome  5558] predictions:    9645/  10000 (96.45%), best:    9687/10000 (96.87%), error:      1154.45947, best error:       994.34827 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.8258094788s, input_fired_time: 0.4248237312, output_fired_time: 0.2671565413, propagate_forward_time: 16.7367324829, propagate_backward_time: 24.0784111023, weight_update_time: 0.0636837557, other_time: 1.3186874390
epoch time: 3.6967020035s, input_fired_time: 0.0453360789, output_fired_time: 0.0000000000, propagate_forward_time: 3.4132704735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380955219
validation[          , genome  5558] predictions:    9613/  10000 (96.13%), best:    9687/10000 (96.87%), error:      1195.61646, best error:       994.34827 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 43.6100006104s, input_fired_time: 0.4302442670, output_fired_time: 0.2715722024, propagate_forward_time: 17.0419349670, propagate_backward_time: 24.5120983124, weight_update_time: 0.0646631196, other_time: 1.3541507721
epoch time: 3.6168017387s, input_fired_time: 0.0426763259, output_fired_time: 0.0000000000, propagate_forward_time: 3.3438136578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2303118706
validation[          , genome  5558] predictions:    9639/  10000 (96.39%), best:    9687/10000 (96.87%), error:      1129.93274, best error:       994.34827 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 42.7940139771s, input_fired_time: 0.4258764088, output_fired_time: 0.2671338320, propagate_forward_time: 16.7260894775, propagate_backward_time: 24.0474319458, weight_update_time: 0.0637800395, other_time: 1.3274803162
epoch time: 3.6188082695s, input_fired_time: 0.0428574309, output_fired_time: 0.0000000000, propagate_forward_time: 3.3448197842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311310768
validation[          , genome  5558] predictions:    9668/  10000 (96.68%), best:    9687/10000 (96.87%), error:      1090.89148, best error:       994.34827 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 42.9110412598s, input_fired_time: 0.4260147214, output_fired_time: 0.2678294480, propagate_forward_time: 16.7796459198, propagate_backward_time: 24.1121711731, weight_update_time: 0.0638954714, other_time: 1.3253803253
epoch time: 3.6173689365s, input_fired_time: 0.0428654775, output_fired_time: 0.0000000000, propagate_forward_time: 3.3442270756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2302763462
validation[          , genome  5558] predictions:    9664/  10000 (96.64%), best:    9687/10000 (96.87%), error:      1030.67468, best error:       994.34827 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 42.8269844055s, input_fired_time: 0.4256059229, output_fired_time: 0.2669767141, propagate_forward_time: 16.7433471680, propagate_backward_time: 24.0804862976, weight_update_time: 0.0639669672, other_time: 1.3105697632
epoch time: 3.6160852909s, input_fired_time: 0.0432469212, output_fired_time: 0.0000000000, propagate_forward_time: 3.3433957100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2294425964
validation[          , genome  5558] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1085.22717, best error:       994.34827 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 42.7786369324s, input_fired_time: 0.4248379171, output_fired_time: 0.2671609521, propagate_forward_time: 16.7188453674, propagate_backward_time: 24.0590515137, weight_update_time: 0.0636863708, other_time: 1.3087387085
epoch time: 3.6143579483s, input_fired_time: 0.0433262624, output_fired_time: 0.0000000000, propagate_forward_time: 3.3422503471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287812233
validation[          , genome  5558] predictions:    9666/  10000 (96.66%), best:    9687/10000 (96.87%), error:      1051.35669, best error:       994.34827 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 42.7874908447s, input_fired_time: 0.4254254103, output_fired_time: 0.2673337460, propagate_forward_time: 16.7321796417, propagate_backward_time: 24.0538921356, weight_update_time: 0.0636778101, other_time: 1.3086585999
epoch time: 3.6172652245s, input_fired_time: 0.0437208638, output_fired_time: 0.0000000000, propagate_forward_time: 3.3430094719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2305347919
validation[          , genome  5558] predictions:    9634/  10000 (96.34%), best:    9687/10000 (96.87%), error:      1182.16052, best error:       994.34827 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.2928504944s, input_fired_time: 0.4283391237, output_fired_time: 0.2697195113, propagate_forward_time: 16.8955650330, propagate_backward_time: 24.3534164429, weight_update_time: 0.0643418059, other_time: 1.3458099365
epoch time: 3.6144466400s, input_fired_time: 0.0429484919, output_fired_time: 0.0000000000, propagate_forward_time: 3.3423607349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2291374207
validation[          , genome  5558] predictions:    9685/  10000 (96.85%), best:    9687/10000 (96.87%), error:      1085.64868, best error:       994.34827 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 44.2445373535s, input_fired_time: 0.4348117709, output_fired_time: 0.2750347555, propagate_forward_time: 17.2934589386, propagate_backward_time: 24.8818016052, weight_update_time: 0.0657014772, other_time: 1.3594303131
epoch time: 3.6155841351s, input_fired_time: 0.0436793119, output_fired_time: 0.0000000000, propagate_forward_time: 3.3428080082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2290968895
validation[          , genome  5558] predictions:    9638/  10000 (96.38%), best:    9687/10000 (96.87%), error:      1154.76477, best error:       994.34827 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 43.6696815491s, input_fired_time: 0.4310776591, output_fired_time: 0.2717824876, propagate_forward_time: 17.0720310211, propagate_backward_time: 24.5577468872, weight_update_time: 0.0649308190, other_time: 1.3370456696
epoch time: 3.6199409962s, input_fired_time: 0.0441295393, output_fired_time: 0.0000000000, propagate_forward_time: 3.3439493179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318620682
validation[          , genome  5558] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       985.30695, best error:       985.30695 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 43.7976570129s, input_fired_time: 0.4289301932, output_fired_time: 0.2725046873, propagate_forward_time: 17.1146144867, propagate_backward_time: 24.6328582764, weight_update_time: 0.0649389923, other_time: 1.3487529755
epoch time: 3.6152346134s, input_fired_time: 0.0429422930, output_fired_time: 0.0000000000, propagate_forward_time: 3.3434121609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2288801670
validation[          , genome  5558] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1039.23584, best error:       985.30695 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.8005561829s, input_fired_time: 0.4255668223, output_fired_time: 0.2668965757, propagate_forward_time: 16.7220878601, propagate_backward_time: 24.0601081848, weight_update_time: 0.0638266727, other_time: 1.3258972168
epoch time: 3.6178519726s, input_fired_time: 0.0430970415, output_fired_time: 0.0000000000, propagate_forward_time: 3.3449838161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297711372
validation[          , genome  5558] predictions:    9525/  10000 (95.25%), best:    9722/10000 (97.22%), error:      1462.46216, best error:       985.30695 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 42.9118499756s, input_fired_time: 0.4270575643, output_fired_time: 0.2676625252, propagate_forward_time: 16.7737541199, propagate_backward_time: 24.1260108948, weight_update_time: 0.0638319328, other_time: 1.3173637390
epoch time: 3.6191031933s, input_fired_time: 0.0438031815, output_fired_time: 0.0000000000, propagate_forward_time: 3.3439648151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2313351631
validation[          , genome  5558] predictions:    9684/  10000 (96.84%), best:    9722/10000 (97.22%), error:      1037.46118, best error:       985.30695 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.0044822693s, input_fired_time: 0.4287101626, output_fired_time: 0.2685770988, propagate_forward_time: 16.8018283844, propagate_backward_time: 24.1846752167, weight_update_time: 0.0641875416, other_time: 1.3206901550
epoch time: 3.6194388866s, input_fired_time: 0.0434259474, output_fired_time: 0.0000000000, propagate_forward_time: 3.3474419117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2285709381
validation[          , genome  5558] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:      1010.73322, best error:       985.30695 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.8047218323s, input_fired_time: 0.4258270562, output_fired_time: 0.2676736414, propagate_forward_time: 16.7217903137, propagate_backward_time: 24.0839786530, weight_update_time: 0.0636844188, other_time: 1.3054523468
epoch time: 3.6207027435s, input_fired_time: 0.0435104072, output_fired_time: 0.0000000000, propagate_forward_time: 3.3474211693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297711372
validation[          , genome  5558] predictions:    9663/  10000 (96.63%), best:    9722/10000 (97.22%), error:      1104.19995, best error:       985.30695 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 42.7891502380s, input_fired_time: 0.4280220270, output_fired_time: 0.2671796679, propagate_forward_time: 16.7214374542, propagate_backward_time: 24.0680809021, weight_update_time: 0.0639016330, other_time: 1.3044300079
epoch time: 3.6160728931s, input_fired_time: 0.0444692336, output_fired_time: 0.0000000000, propagate_forward_time: 3.3428907394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287130356
validation[          , genome  5558] predictions:    9527/  10000 (95.27%), best:    9722/10000 (97.22%), error:      1548.12769, best error:       985.30695 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.0321769714s, input_fired_time: 0.4296811223, output_fired_time: 0.2679527998, propagate_forward_time: 16.8232688904, propagate_backward_time: 24.1827297211, weight_update_time: 0.0640617162, other_time: 1.3285465240
epoch time: 3.6189692020s, input_fired_time: 0.0447997861, output_fired_time: 0.0000000000, propagate_forward_time: 3.3430681229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311012745
validation[          , genome  5558] predictions:    9682/  10000 (96.82%), best:    9722/10000 (97.22%), error:      1034.69507, best error:       985.30695 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.7455978394s, input_fired_time: 0.4273083806, output_fired_time: 0.2665545344, propagate_forward_time: 16.7092018127, propagate_backward_time: 24.0454368591, weight_update_time: 0.0634162501, other_time: 1.2970962524
epoch time: 3.6125729084s, input_fired_time: 0.0434764624, output_fired_time: 0.0000000000, propagate_forward_time: 3.3419206142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2271759510
validation[          , genome  5558] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       936.12518, best error:       936.12518 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 45.0193481445s, input_fired_time: 0.4435558617, output_fired_time: 0.2780017257, propagate_forward_time: 17.6065769196, propagate_backward_time: 25.3282604218, weight_update_time: 0.0663946047, other_time: 1.3629531860
epoch time: 3.6772189140s, input_fired_time: 0.0445134118, output_fired_time: 0.0000000000, propagate_forward_time: 3.3999767303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2327287197
validation[          , genome  5558] predictions:    9700/  10000 (97.00%), best:    9709/10000 (97.09%), error:       948.59357, best error:       936.12518 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 43.2895469666s, input_fired_time: 0.4321906269, output_fired_time: 0.2730614841, propagate_forward_time: 16.9161224365, propagate_backward_time: 24.3438053131, weight_update_time: 0.0643524155, other_time: 1.3243694305
epoch time: 3.6168432236s, input_fired_time: 0.0436914861, output_fired_time: 0.0000000000, propagate_forward_time: 3.3435580730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295937538
validation[          , genome  5558] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1077.26160, best error:       936.12518 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.4309272766s, input_fired_time: 0.4350615442, output_fired_time: 0.2721493542, propagate_forward_time: 16.9593486786, propagate_backward_time: 24.4352264404, weight_update_time: 0.0643988922, other_time: 1.3291416168
epoch time: 3.6724712849s, input_fired_time: 0.0450111739, output_fired_time: 0.0000000000, propagate_forward_time: 3.3930337429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344262600
validation[          , genome  5558] predictions:    9623/  10000 (96.23%), best:    9709/10000 (97.09%), error:      1234.40784, best error:       936.12518 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 43.7924232483s, input_fired_time: 0.4365249574, output_fired_time: 0.2723616064, propagate_forward_time: 17.1143074036, propagate_backward_time: 24.6316852570, weight_update_time: 0.0652314797, other_time: 1.3375453949
epoch time: 3.7267246246s, input_fired_time: 0.0451194681, output_fired_time: 0.0000000000, propagate_forward_time: 3.4447543621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368507385
validation[          , genome  5558] predictions:    9689/  10000 (96.89%), best:    9709/10000 (97.09%), error:      1019.97290, best error:       936.12518 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.0699501038s, input_fired_time: 0.4335888326, output_fired_time: 0.2688715160, propagate_forward_time: 16.8177986145, propagate_backward_time: 24.2121105194, weight_update_time: 0.0640790015, other_time: 1.3375797272
epoch time: 3.6180758476s, input_fired_time: 0.0442713499, output_fired_time: 0.0000000000, propagate_forward_time: 3.3435320854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2302722931
validation[          , genome  5558] predictions:    9697/  10000 (96.97%), best:    9709/10000 (97.09%), error:      1004.09381, best error:       936.12518 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 43.1234703064s, input_fired_time: 0.4328218997, output_fired_time: 0.2706701756, propagate_forward_time: 16.8418369293, propagate_backward_time: 24.2549343109, weight_update_time: 0.0654916018, other_time: 1.3232040405
epoch time: 3.6488139629s, input_fired_time: 0.0465680696, output_fired_time: 0.0000000000, propagate_forward_time: 3.3650691509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371766567
validation[          , genome  5558] predictions:    9668/  10000 (96.68%), best:    9709/10000 (97.09%), error:      1028.85095, best error:       936.12518 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.1925506592s, input_fired_time: 0.4335887134, output_fired_time: 0.2687906027, propagate_forward_time: 16.8760166168, propagate_backward_time: 24.2829360962, weight_update_time: 0.0642976910, other_time: 1.3312168121
epoch time: 3.6193985939s, input_fired_time: 0.0439820737, output_fired_time: 0.0000000000, propagate_forward_time: 3.3472177982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2281987667
validation[          , genome  5558] predictions:    9656/  10000 (96.56%), best:    9709/10000 (97.09%), error:      1131.88330, best error:       936.12518 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 42.9304046631s, input_fired_time: 0.4322595596, output_fired_time: 0.2678575218, propagate_forward_time: 16.7874927521, propagate_backward_time: 24.1288414001, weight_update_time: 0.0641130432, other_time: 1.3139553070
epoch time: 3.6153552532s, input_fired_time: 0.0443255417, output_fired_time: 0.0000000000, propagate_forward_time: 3.3428854942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2281441689
validation[          , genome  5558] predictions:    9682/  10000 (96.82%), best:    9709/10000 (97.09%), error:      1013.06799, best error:       936.12518 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.2196617126s, input_fired_time: 0.4330492616, output_fired_time: 0.2697592378, propagate_forward_time: 16.8898639679, propagate_backward_time: 24.3084430695, weight_update_time: 0.0643329546, other_time: 1.3185462952
epoch time: 3.6262474060s, input_fired_time: 0.0450610481, output_fired_time: 0.0000000000, propagate_forward_time: 3.3510978222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2300884724
validation[          , genome  5558] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1038.19202, best error:       936.12518 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.8449249268s, input_fired_time: 0.4332377613, output_fired_time: 0.2671923339, propagate_forward_time: 16.7429389954, propagate_backward_time: 24.0919799805, weight_update_time: 0.0640181005, other_time: 1.3095741272
epoch time: 3.6262323856s, input_fired_time: 0.0443771891, output_fired_time: 0.0000000000, propagate_forward_time: 3.3503355980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2315196991
validation[          , genome  5558] predictions:    9650/  10000 (96.50%), best:    9709/10000 (97.09%), error:      1085.30396, best error:       936.12518 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 43.0880126953s, input_fired_time: 0.4324150980, output_fired_time: 0.2682797909, propagate_forward_time: 16.8371181488, propagate_backward_time: 24.2439918518, weight_update_time: 0.0641241297, other_time: 1.3062076569
epoch time: 3.6159355640s, input_fired_time: 0.0440305881, output_fired_time: 0.0000000000, propagate_forward_time: 3.3432579041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286469936
validation[          , genome  5558] predictions:    9690/  10000 (96.90%), best:    9709/10000 (97.09%), error:      1036.68799, best error:       936.12518 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 42.7631797791s, input_fired_time: 0.4329919815, output_fired_time: 0.2667324841, propagate_forward_time: 16.7126293182, propagate_backward_time: 24.0454177856, weight_update_time: 0.0637003258, other_time: 1.3054103851
epoch time: 3.6185748577s, input_fired_time: 0.0447444282, output_fired_time: 0.0000000000, propagate_forward_time: 3.3443338871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2294964790
validation[          , genome  5558] predictions:    9698/  10000 (96.98%), best:    9709/10000 (97.09%), error:       958.06708, best error:       936.12518 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 43.9144859314s, input_fired_time: 0.4382604063, output_fired_time: 0.2736387253, propagate_forward_time: 17.1472835541, propagate_backward_time: 24.7181339264, weight_update_time: 0.0649982318, other_time: 1.3371696472
epoch time: 3.6135258675s, input_fired_time: 0.0447030887, output_fired_time: 0.0000000000, propagate_forward_time: 3.3427064419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2261164188
validation[          , genome  5558] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1000.23499, best error:       936.12518 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.9977226257s, input_fired_time: 0.4339871705, output_fired_time: 0.2691361606, propagate_forward_time: 16.7841892242, propagate_backward_time: 24.2166862488, weight_update_time: 0.0639390722, other_time: 1.2937259674
epoch time: 3.6161289215s, input_fired_time: 0.0449053645, output_fired_time: 0.0000000000, propagate_forward_time: 3.3432641029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279593945
validation[          , genome  5558] predictions:    9681/  10000 (96.81%), best:    9709/10000 (97.09%), error:      1040.97388, best error:       936.12518 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.8590316772s, input_fired_time: 0.4310128093, output_fired_time: 0.2687969804, propagate_forward_time: 16.7085456848, propagate_backward_time: 24.1586799622, weight_update_time: 0.0636726543, other_time: 1.2919960022
epoch time: 3.6865572929s, input_fired_time: 0.0467457175, output_fired_time: 0.0000000000, propagate_forward_time: 3.4019742012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378373146
validation[          , genome  5558] predictions:    9596/  10000 (95.96%), best:    9709/10000 (97.09%), error:      1236.30347, best error:       936.12518 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 42.9439697266s, input_fired_time: 0.4330263734, output_fired_time: 0.2678784728, propagate_forward_time: 16.7933769226, propagate_backward_time: 24.1515083313, weight_update_time: 0.0639760718, other_time: 1.2981796265
epoch time: 3.6744117737s, input_fired_time: 0.0450453833, output_fired_time: 0.0000000000, propagate_forward_time: 3.3975322247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318341732
validation[          , genome  5558] predictions:    9703/  10000 (97.03%), best:    9709/10000 (97.09%), error:       966.85980, best error:       936.12518 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 43.2367553711s, input_fired_time: 0.4372079670, output_fired_time: 0.2700733542, propagate_forward_time: 16.8906345367, propagate_backward_time: 24.3241958618, weight_update_time: 0.0649027303, other_time: 1.3146457672
epoch time: 3.6146454811s, input_fired_time: 0.0441173501, output_fired_time: 0.0000000000, propagate_forward_time: 3.3434703350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2270576954
validation[          , genome  5558] predictions:    9685/  10000 (96.85%), best:    9709/10000 (97.09%), error:      1063.43201, best error:       936.12518 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.3173828125s, input_fired_time: 0.4363104403, output_fired_time: 0.2703705728, propagate_forward_time: 16.9321842194, propagate_backward_time: 24.3652954102, weight_update_time: 0.0644636825, other_time: 1.3132228851
epoch time: 3.6193330288s, input_fired_time: 0.0444109291, output_fired_time: 0.0000000000, propagate_forward_time: 3.3464100361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2285120487
validation[          , genome  5558] predictions:    9691/  10000 (96.91%), best:    9709/10000 (97.09%), error:      1020.49634, best error:       936.12518 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.8579063416s, input_fired_time: 0.4347295463, output_fired_time: 0.2676819861, propagate_forward_time: 16.7250595093, propagate_backward_time: 24.1061706543, weight_update_time: 0.0638706461, other_time: 1.3242645264
epoch time: 3.6186568737s, input_fired_time: 0.0446790643, output_fired_time: 0.0000000000, propagate_forward_time: 3.3451728821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2288048267
validation[          , genome  5558] predictions:    9651/  10000 (96.51%), best:    9709/10000 (97.09%), error:      1137.46606, best error:       936.12518 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 43.0308151245s, input_fired_time: 0.4349461198, output_fired_time: 0.2687407732, propagate_forward_time: 16.8037261963, propagate_backward_time: 24.1991615295, weight_update_time: 0.0639583841, other_time: 1.3242378235
epoch time: 3.6218950748s, input_fired_time: 0.0443487614, output_fired_time: 0.0000000000, propagate_forward_time: 3.3458280563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2317183018
validation[          , genome  5558] predictions:    9644/  10000 (96.44%), best:    9709/10000 (97.09%), error:      1142.14978, best error:       936.12518 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.9468803406s, input_fired_time: 0.4357304871, output_fired_time: 0.2681546807, propagate_forward_time: 16.7660732269, propagate_backward_time: 24.1480808258, weight_update_time: 0.0641309246, other_time: 1.3288421631
epoch time: 3.6154758930s, input_fired_time: 0.0448882803, output_fired_time: 0.0000000000, propagate_forward_time: 3.3438675404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2267200947
validation[          , genome  5558] predictions:    9714/  10000 (97.14%), best:    9709/10000 (97.09%), error:       947.74713, best error:       936.12518 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 42.9030990601s, input_fired_time: 0.4337826371, output_fired_time: 0.2677111626, propagate_forward_time: 16.7780876160, propagate_backward_time: 24.1252384186, weight_update_time: 0.0639820248, other_time: 1.2982769012
epoch time: 3.6155605316s, input_fired_time: 0.0447272174, output_fired_time: 0.0000000000, propagate_forward_time: 3.3439133167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2269198895
validation[          , genome  5558] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1035.19800, best error:       936.12518 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 42.7729225159s, input_fired_time: 0.4336670339, output_fired_time: 0.2670204341, propagate_forward_time: 16.7160301208, propagate_backward_time: 24.0533237457, weight_update_time: 0.0636948943, other_time: 1.3028812408
epoch time: 3.6172573566s, input_fired_time: 0.0441264361, output_fired_time: 0.0000000000, propagate_forward_time: 3.3450527191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280781269
validation[          , genome  5558] predictions:    9710/  10000 (97.10%), best:    9709/10000 (97.09%), error:      1001.38757, best error:       936.12518 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 42.8093376160s, input_fired_time: 0.4345671535, output_fired_time: 0.2672103643, propagate_forward_time: 16.7325019836, propagate_backward_time: 24.0670814514, weight_update_time: 0.0638457313, other_time: 1.3079757690
epoch time: 3.6254057884s, input_fired_time: 0.0467250571, output_fired_time: 0.0000000000, propagate_forward_time: 3.3455629349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331178188
validation[          , genome  5558] predictions:    9700/  10000 (97.00%), best:    9709/10000 (97.09%), error:      1034.24377, best error:       936.12518 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.7637786865s, input_fired_time: 0.4345902801, output_fired_time: 0.2676649392, propagate_forward_time: 16.7150096893, propagate_backward_time: 24.0502738953, weight_update_time: 0.0635494292, other_time: 1.2962398529
epoch time: 3.6217978001s, input_fired_time: 0.0453068316, output_fired_time: 0.0000000000, propagate_forward_time: 3.3491714001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2273194790
validation[          , genome  5558] predictions:    9684/  10000 (96.84%), best:    9709/10000 (97.09%), error:      1024.27380, best error:       936.12518 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 43.1108436584s, input_fired_time: 0.4368431866, output_fired_time: 0.2687281072, propagate_forward_time: 16.8676071167, propagate_backward_time: 24.2321414948, weight_update_time: 0.0639829412, other_time: 1.3055248260
epoch time: 3.6154036522s, input_fired_time: 0.0451943688, output_fired_time: 0.0000000000, propagate_forward_time: 3.3436374664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265717983
validation[          , genome  5558] predictions:    9634/  10000 (96.34%), best:    9709/10000 (97.09%), error:      1140.42493, best error:       936.12518 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.8135223389s, input_fired_time: 0.4333933294, output_fired_time: 0.2677668333, propagate_forward_time: 16.7218246460, propagate_backward_time: 24.0950202942, weight_update_time: 0.0635937452, other_time: 1.2955207825
epoch time: 3.6143157482s, input_fired_time: 0.0448460057, output_fired_time: 0.0000000000, propagate_forward_time: 3.3429374695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265322208
validation[          , genome  5558] predictions:    9653/  10000 (96.53%), best:    9709/10000 (97.09%), error:      1129.90759, best error:       936.12518 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 43.2263412476s, input_fired_time: 0.4347930253, output_fired_time: 0.2706603110, propagate_forward_time: 16.8577804565, propagate_backward_time: 24.3663978577, weight_update_time: 0.0642539859, other_time: 1.2967109680
epoch time: 3.6123354435s, input_fired_time: 0.0437249541, output_fired_time: 0.0000000000, propagate_forward_time: 3.3426010609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260093689
validation[          , genome  5558] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:      1050.99927, best error:       936.12518 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.7311172485s, input_fired_time: 0.4326914251, output_fired_time: 0.2668449581, propagate_forward_time: 16.7142086029, propagate_backward_time: 24.0281372070, weight_update_time: 0.0635276511, other_time: 1.2892360687
epoch time: 3.6160609722s, input_fired_time: 0.0441669039, output_fired_time: 0.0000000000, propagate_forward_time: 3.3436787128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2282154560
validation[          , genome  5558] predictions:    9601/  10000 (96.01%), best:    9709/10000 (97.09%), error:      1284.53870, best error:       936.12518 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 42.7617073059s, input_fired_time: 0.4326156676, output_fired_time: 0.2670552135, propagate_forward_time: 16.7338676453, propagate_backward_time: 24.0407791138, weight_update_time: 0.0635527298, other_time: 1.2873878479
epoch time: 3.6133699417s, input_fired_time: 0.0447037518, output_fired_time: 0.0000000000, propagate_forward_time: 3.3429741859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2256920338
validation[          , genome  5558] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:       991.77234, best error:       936.12518 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 42.7072334290s, input_fired_time: 0.4331932366, output_fired_time: 0.2666588426, propagate_forward_time: 16.7083473206, propagate_backward_time: 24.0195903778, weight_update_time: 0.0636870041, other_time: 1.2794437408
epoch time: 3.6145391464s, input_fired_time: 0.0451929048, output_fired_time: 0.0000000000, propagate_forward_time: 3.3431916237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2261545658
validation[          , genome  5558] predictions:    9695/  10000 (96.95%), best:    9709/10000 (97.09%), error:      1007.80768, best error:       936.12518 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 43.1793289185s, input_fired_time: 0.4378401339, output_fired_time: 0.2693988383, propagate_forward_time: 16.8615722656, propagate_backward_time: 24.2938804626, weight_update_time: 0.0643586218, other_time: 1.3166389465
epoch time: 3.6195361614s, input_fired_time: 0.0447245426, output_fired_time: 0.0000000000, propagate_forward_time: 3.3449752331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298364639
validation[          , genome  5558] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1014.73926, best error:       936.12518 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 42.8389244080s, input_fired_time: 0.4356793761, output_fired_time: 0.2674218118, propagate_forward_time: 16.7237815857, propagate_backward_time: 24.0962390900, weight_update_time: 0.0636229217, other_time: 1.3158016205
epoch time: 3.6638183594s, input_fired_time: 0.0459740758, output_fired_time: 0.0000000000, propagate_forward_time: 3.3807318211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371125221
validation[          , genome  5558] predictions:    9570/  10000 (95.70%), best:    9709/10000 (97.09%), error:      1326.92432, best error:       936.12518 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 42.9289398193s, input_fired_time: 0.4379373491, output_fired_time: 0.2678136230, propagate_forward_time: 16.7796440125, propagate_backward_time: 24.1341228485, weight_update_time: 0.0638474673, other_time: 1.3094196320
epoch time: 3.6170105934s, input_fired_time: 0.0455760211, output_fired_time: 0.0000000000, propagate_forward_time: 3.3443531990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2270812988
validation[          , genome  5558] predictions:    9717/  10000 (97.17%), best:    9709/10000 (97.09%), error:       966.52313, best error:       936.12518 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 42.9887428284s, input_fired_time: 0.4386088848, output_fired_time: 0.2679277956, propagate_forward_time: 16.8074455261, propagate_backward_time: 24.1663703918, weight_update_time: 0.0639101416, other_time: 1.3083877563
epoch time: 3.6190321445s, input_fired_time: 0.0463405773, output_fired_time: 0.0000000000, propagate_forward_time: 3.3440814018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286102772
validation[          , genome  5558] predictions:    9692/  10000 (96.92%), best:    9709/10000 (97.09%), error:      1008.43701, best error:       936.12518 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 42.7623825073s, input_fired_time: 0.4354313910, output_fired_time: 0.2686604559, propagate_forward_time: 16.7130069733, propagate_backward_time: 24.0635089874, weight_update_time: 0.0635681897, other_time: 1.2817726135
epoch time: 3.6155157089s, input_fired_time: 0.0456908196, output_fired_time: 0.0000000000, propagate_forward_time: 3.3438043594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260205746
validation[          , genome  5558] predictions:    9690/  10000 (96.90%), best:    9709/10000 (97.09%), error:      1082.28442, best error:       936.12518 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 42.8109359741s, input_fired_time: 0.4362265170, output_fired_time: 0.2672035396, propagate_forward_time: 16.7350692749, propagate_backward_time: 24.0788135529, weight_update_time: 0.0635923445, other_time: 1.2936229706
epoch time: 3.6172981262s, input_fired_time: 0.0451817922, output_fired_time: 0.0000000000, propagate_forward_time: 3.3454570770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2266592979
validation[          , genome  5558] predictions:    9716/  10000 (97.16%), best:    9709/10000 (97.09%), error:       951.90302, best error:       936.12518 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 42.7645492554s, input_fired_time: 0.4348400235, output_fired_time: 0.2669183016, propagate_forward_time: 16.7148494720, propagate_backward_time: 24.0561428070, weight_update_time: 0.0634398684, other_time: 1.2917976379
epoch time: 3.6158223152s, input_fired_time: 0.0452449769, output_fired_time: 0.0000000000, propagate_forward_time: 3.3440165520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265608311
validation[          , genome  5558] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1054.64429, best error:       936.12518 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 42.8028106689s, input_fired_time: 0.4373416901, output_fired_time: 0.2672817409, propagate_forward_time: 16.7340812683, propagate_backward_time: 24.0797824860, weight_update_time: 0.0635630265, other_time: 1.2843265533
epoch time: 3.6141383648s, input_fired_time: 0.0455066487, output_fired_time: 0.0000000000, propagate_forward_time: 3.3432142735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2254173756
validation[          , genome  5558] predictions:    9698/  10000 (96.98%), best:    9709/10000 (97.09%), error:      1004.96631, best error:       936.12518 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 43.2678298950s, input_fired_time: 0.4388403893, output_fired_time: 0.2697006464, propagate_forward_time: 16.9202575684, propagate_backward_time: 24.3322086334, weight_update_time: 0.0640368313, other_time: 1.3068256378
epoch time: 3.6637868881s, input_fired_time: 0.0461263657, output_fired_time: 0.0000000000, propagate_forward_time: 3.3871700764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2304904461
validation[          , genome  5558] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:       999.83472, best error:       936.12518 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 43.1776733398s, input_fired_time: 0.4417657256, output_fired_time: 0.2694811225, propagate_forward_time: 16.8633022308, propagate_backward_time: 24.2834587097, weight_update_time: 0.0642116219, other_time: 1.3196659088
epoch time: 3.6182682514s, input_fired_time: 0.0454764776, output_fired_time: 0.0000000000, propagate_forward_time: 3.3441774845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286143303
validation[          , genome  5558] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1066.81274, best error:       936.12518 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 42.7926635742s, input_fired_time: 0.4369981885, output_fired_time: 0.2671657801, propagate_forward_time: 16.7280464172, propagate_backward_time: 24.0679244995, weight_update_time: 0.0636967048, other_time: 1.2925300598
epoch time: 3.6210906506s, input_fired_time: 0.0459826030, output_fired_time: 0.0000000000, propagate_forward_time: 3.3445463181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2305617332
validation[          , genome  5558] predictions:    9675/  10000 (96.75%), best:    9709/10000 (97.09%), error:      1029.11584, best error:       936.12518 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 42.7944412231s, input_fired_time: 0.4381162524, output_fired_time: 0.2672932744, propagate_forward_time: 16.7163448334, propagate_backward_time: 24.0694732666, weight_update_time: 0.0638428777, other_time: 1.3032131195
epoch time: 3.6242735386s, input_fired_time: 0.0468146317, output_fired_time: 0.0000000000, propagate_forward_time: 3.3477640152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296948433
validation[          , genome  5558] predictions:    9690/  10000 (96.90%), best:    9709/10000 (97.09%), error:      1014.91986, best error:       936.12518 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 42.7665596008s, input_fired_time: 0.4374336302, output_fired_time: 0.2670064270, propagate_forward_time: 16.7110805511, propagate_backward_time: 24.0509757996, weight_update_time: 0.0635657609, other_time: 1.3000621796
epoch time: 3.6226332188s, input_fired_time: 0.0466149487, output_fired_time: 0.0000000000, propagate_forward_time: 3.3448727131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311456203
validation[          , genome  5558] predictions:    9692/  10000 (96.92%), best:    9709/10000 (97.09%), error:      1042.45740, best error:       936.12518 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.7656326294s, input_fired_time: 0.4355607331, output_fired_time: 0.2670651376, propagate_forward_time: 16.7128677368, propagate_backward_time: 24.0499439240, weight_update_time: 0.0635945350, other_time: 1.3001918793
epoch time: 3.6162886620s, input_fired_time: 0.0449257493, output_fired_time: 0.0000000000, propagate_forward_time: 3.3430662155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2282967567
validation[          , genome  5558] predictions:    9672/  10000 (96.72%), best:    9709/10000 (97.09%), error:      1067.45459, best error:       936.12518 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 43.1383476257s, input_fired_time: 0.4400627911, output_fired_time: 0.2688801885, propagate_forward_time: 16.8616046906, propagate_backward_time: 24.2371463776, weight_update_time: 0.0641387254, other_time: 1.3306541443
epoch time: 3.6199522018s, input_fired_time: 0.0457606763, output_fired_time: 0.0000000000, propagate_forward_time: 3.3441143036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2300772667
validation[          , genome  5558] predictions:    9694/  10000 (96.94%), best:    9709/10000 (97.09%), error:      1033.64270, best error:       936.12518 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 42.9807395935s, input_fired_time: 0.4396331310, output_fired_time: 0.2684014440, propagate_forward_time: 16.7987270355, propagate_backward_time: 24.1636524200, weight_update_time: 0.0637972355, other_time: 1.3103256226
epoch time: 3.6165206432s, input_fired_time: 0.0455365218, output_fired_time: 0.0000000000, propagate_forward_time: 3.3424978256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2284862995
validation[          , genome  5558] predictions:    9699/  10000 (96.99%), best:    9709/10000 (97.09%), error:      1013.49878, best error:       936.12518 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 42.9747581482s, input_fired_time: 0.4416493475, output_fired_time: 0.2686196268, propagate_forward_time: 16.7755470276, propagate_backward_time: 24.1546688080, weight_update_time: 0.0638404414, other_time: 1.3342723846
epoch time: 3.6227707863s, input_fired_time: 0.0469182916, output_fired_time: 0.0000000000, propagate_forward_time: 3.3463397026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295126915
validation[          , genome  5558] predictions:    9650/  10000 (96.50%), best:    9709/10000 (97.09%), error:      1137.97437, best error:       936.12518 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 42.8403625488s, input_fired_time: 0.4446809888, output_fired_time: 0.2677106261, propagate_forward_time: 16.7270736694, propagate_backward_time: 24.0952072144, weight_update_time: 0.0634476915, other_time: 1.3056907654
epoch time: 3.6239733696s, input_fired_time: 0.0459453836, output_fired_time: 0.0000000000, propagate_forward_time: 3.3452212811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2328066826
validation[          , genome  5558] predictions:    9622/  10000 (96.22%), best:    9709/10000 (97.09%), error:      1221.83081, best error:       936.12518 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 42.7709693909s, input_fired_time: 0.4411334693, output_fired_time: 0.2668368518, propagate_forward_time: 16.7173213959, propagate_backward_time: 24.0517864227, weight_update_time: 0.0633896515, other_time: 1.2938919067
epoch time: 3.6152603626s, input_fired_time: 0.0456793271, output_fired_time: 0.0000000000, propagate_forward_time: 3.3430092335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265717983
validation[          , genome  5558] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:       999.42700, best error:       936.12518 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 42.7460746765s, input_fired_time: 0.4387415946, output_fired_time: 0.2665982842, propagate_forward_time: 16.7136917114, propagate_backward_time: 24.0454788208, weight_update_time: 0.0633430853, other_time: 1.2815666199
epoch time: 3.6157784462s, input_fired_time: 0.0457318425, output_fired_time: 0.0000000000, propagate_forward_time: 3.3431484699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2268981934
validation[          , genome  5558] predictions:    9675/  10000 (96.75%), best:    9709/10000 (97.09%), error:      1066.52295, best error:       936.12518 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 42.8880119324s, input_fired_time: 0.4391306937, output_fired_time: 0.2688106894, propagate_forward_time: 16.7227725983, propagate_backward_time: 24.1642951965, weight_update_time: 0.0634559020, other_time: 1.2930049896
epoch time: 3.6174101830s, input_fired_time: 0.0455414727, output_fired_time: 0.0000000000, propagate_forward_time: 3.3442962170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2275724411
validation[          , genome  5558] predictions:    9642/  10000 (96.42%), best:    9709/10000 (97.09%), error:      1164.76929, best error:       936.12518 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 42.8536605835s, input_fired_time: 0.4395469129, output_fired_time: 0.2672084570, propagate_forward_time: 16.7562160492, propagate_backward_time: 24.0909233093, weight_update_time: 0.0636223257, other_time: 1.2997646332
epoch time: 3.6498730183s, input_fired_time: 0.0480697490, output_fired_time: 0.0000000000, propagate_forward_time: 3.3671915531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2346117496
validation[          , genome  5558] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1134.88843, best error:       936.12518 on epoch:    47, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 18.8581047058s, input_fired_time: 0.2298052460, output_fired_time: 0.0000000000, propagate_forward_time: 17.3948040009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2334957123
best training[          , genome  5558] predictions:   49235/  50000 (98.47%), best:    9709/10000 (97.09%), error:      2744.50488, best error:       936.12518 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.7997837067s, input_fired_time: 0.0451333225, output_fired_time: 0.0000000000, propagate_forward_time: 3.5102691650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2443811893
   testing[          , genome  5558] predictions:    9745/  10000 (97.45%), best:    9709/10000 (97.09%), error:       871.95544, best error:       936.12518 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:26:49 (4267): called boinc_finish(0)

</stderr_txt>
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